| Number of Variables | 4 |
|---|---|
| Number of Rows | 16000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 1.7 MB |
| Average Row Size in Memory | 113.8 B |
| Variable Types |
|
| item_id is skewed | Skewed |
|---|---|
| rating is skewed | Skewed |
| name has a high cardinality: 3303 distinct values | High Cardinality |
| rating has 3022 (18.89%) zeros | Zeros |
numerical
| Approximate Distinct Count | 12330 |
|---|---|
| Approximate Unique (%) | 77.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 36810.6389 |
| Minimum | 7 |
| Maximum | 73510 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 7 |
|---|---|
| 5-th Percentile | 4000.95 |
| Q1 | 18943 |
| Median | 37240 |
| Q3 | 54711.5 |
| 95-th Percentile | 69122.25 |
| Maximum | 73510 |
| Range | 73503 |
| IQR | 35768.5 |
| Mean | 36810.6389 |
|---|---|
| Standard Deviation | 20953.0965 |
| Variance | 4.3903e+08 |
| Sum | 5.8897e+08 |
| Skewness | -0.02476 |
| Kurtosis | -1.2017 |
| Coefficient of Variation | 0.5692 |
numerical
| Approximate Distinct Count | 3303 |
|---|---|
| Approximate Unique (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 8944.7836 |
| Minimum | 1 |
| Maximum | 34240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 130.95 |
| Q1 | 1265.75 |
| Median | 6325 |
| Q3 | 14227 |
| 95-th Percentile | 28423 |
| Maximum | 34240 |
| Range | 34239 |
| IQR | 12961.25 |
| Mean | 8944.7836 |
|---|---|
| Standard Deviation | 8883.916 |
| Variance | 7.8924e+07 |
| Sum | 1.4312e+08 |
| Skewness | 0.9938 |
| Kurtosis | -0.00046112 |
| Coefficient of Variation | 0.9932 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 6.3329 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 3022 |
| Zeros (%) | 18.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| IQR | 4 |
| Mean | 6.3329 |
|---|---|
| Standard Deviation | 3.3644 |
| Variance | 11.319 |
| Sum | 101327 |
| Skewness | -1.0219 |
| Kurtosis | -0.3506 |
| Coefficient of Variation | 0.5313 |
categorical
| Approximate Distinct Count | 3303 |
|---|---|
| Approximate Unique (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1452635 |
| Mean | 23.1572 |
|---|---|
| Standard Deviation | 14.3809 |
| Median | 19 |
| Minimum | 1 |
| Maximum | 98 |
| 1st row | Naruto |
|---|---|
| 2nd row | Naruto |
| 3rd row | Naruto |
| 4th row | Naruto |
| 5th row | Naruto |
| Count | 311048 |
|---|---|
| Lowercase Letter | 259121 |
| Space Separator | 44056 |
| Uppercase Letter | 51927 |
| Dash Punctuation | 1829 |
| Decimal Number | 3082 |